Cindy Tseng
Machine Learning Engineer
- Role
- Staff Machine Learning Engineer at Samsung Research America (SRA)
- Location
- Mountain View, CA, US
- LinkedIn followers
- 500 followers
About Cindy Tseng
Applied Machine Learning Engineer with 5+ years of experience in speech technologies including Automatic Speech Recognition, Speech Translation, False Trigger Mitigation, Language Identification, and name entity replacer; Proven ability to translate research ideas into production-ready systems, with 6+ publications and patents, with work presented at top tier conferences. Applies a deep understanding of hardware systems and constraints to machine learning
Experience
Staff Machine Learning Engineer
Samsung Research America (SRA)
Mar 2020 — Present · Mountain View, CA, US
Designed a false trigger mitigation system under 10 MB, improving false detection by 91% for invalid usage case- Improved name recognition replacer logic which resulted in 2.3% absolute WER improvement in follow up contact recognition - Expanded the application of the ASR model by fine-tuning it for performance across multiple, diverse domains- Implemented language identification detection engine to eliminate the need for users to manually select languages in translation app- Presented Transducer Consistency Regularization For Speech to Text Applications in 2024 STL workshop.
Education
University of Michigan
Bachelor of Engineering - BE, Electrical Engineering
2004 — 2008
Carnegie Mellon University
Masters, Electrical and Computer Engineering
2008 — 2009
University of Illinois Urbana-Champaign
Master's degree, Data Science
2018 — 2019
Skills
- Computer Architecture
- C
- Semiconductors
- C++
- Rtl Design
- System Verification
- Java
- Verilog
- Perl
- Specman
- Systemverilog
- Vlsi
- Application-Specific Integrated Circuits (Asic)
- Testing
- System Verilog
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